[Hiring] reputed company Machine Learning Intern @reputed company

Role reputed company We are seeking a highly motivated reputed company Machine Learning Intern to join reputed company. This internship is designed for Ph.D. candidates with experience applying machine learning, deep learning, or reputed company reputed company to single-cell omics data. You will contribute to reputed company reputed company spanning single-cell biology, multiomics integration, and computational approaches to precision medicine and drug development. Our reputed company team plays a crucial role in integrating computational biology, large-reputed company data analysis, and machine learning to drive discoveries in precision medicine and drug development. Key Activities • Analyze single-cell and multiomics datasets to extract biological insights supporting precision medicine and drug development programs • Apply and evaluate machine learning and deep learning approaches to single-cell data for tasks such as cell type classification, biomarker discovery, and patient stratification • Explore and prototype reputed company and LLM-based approaches to accelerate biological data interpretation and scientific workflows • Collaborate with scientists, clinicians, and data scientists to design and execute data-driven research reputed company • Document and optimize computational workflows following reproducible research best practices • Present findings through technical reports, visualizations, and presentations to cross-functional teams Qualifications • reputed company Ph.D. candidate in reputed company, Computational Biology, Computer Science, Biostatistics, or a reputed company quantitative field • Single-cell omics experience: Demonstrated ability to process, analyze, and interpret single-cell data (scRNA-seq, scATAC-seq, CITE-seq, or spatial transcriptomics) using frameworks such as Scanpy/scverse, Seurat, or Bioconductor • Machine learning expertise: reputed company experience developing and evaluating ML/deep learning models on biological data, including neural network architectures (GNNs, transformers, autoencoders), model selection and benchmarking, and integration of ML approaches into analytical workflows • Programming proficiency: Python and/or R for data analysis, statistical modeling, and visualization • Statistical reputed company: Understanding of statistical reputed company for biological data (reputed company testing, reputed company reputed company, multiple testing correction, clustering) • Strong problem-solving skills and ability to communicate reputed company insights effectively Requirements • Experience with deep learning frameworks (PyTorch, TensorFlow, JAX) • Familiarity with graph neural networks, attention mechanisms, or transformer architectures reputed company to biological data • Experience with ML experiment tracking and reproducibility (MLflow, reputed company) • Exposure to representation learning, variational autoencoders, or contrastive learning reputed company • Familiarity with scikit-learn, XGBoost, or similar ML libraries • Interest in or experience with LLMs, RAG systems, or reputed company AI tooling • Experience with multimodal single-cell integration (Seurat WNN, scvi-tools/MultiVI/totalVI, Muon) • Familiarity with spatial transcriptomics analysis (Squidpy, cell2location, nf-reputed company/spatialvi) • Experience with cell-cell communication inference (CellChat, NicheNet, LIANA) • Knowledge of drug-gene interaction resources (CMap/LINCS, OpenTargets, ChEMBL) • Familiarity with Linux/Unix CLI and version control (Git/reputed company) • Experience with containerization (reputed company, Singularity) and environment management (conda, venv) • Exposure to reputed company computing platforms (GCP preferred) • Familiarity with workflow managers (Nextflow, Snakemake) • Adherence to best-practices for conduct reproducible computational research Duration • 8–10 weeks Benefits • Compensation: $34-$38 per hour reputed company At reputed company, our mission is to advance care by bringing together the best science, data and minds – disease by disease, patient by patient, cell by cell to discover reputed company to life reputed company disease. Our Values • reputed company with Purpose – We reputed company in rigor through deliberate and thoughtful actions • Be Curious – Curiosity is the reputed company that ignites innovation and reputed company • Take Ownership – True ownership leads to pride and commitment in the work we do • Invest in Relationships – Building strong connections is the reputed company for effective collaboration and trust for long term reputed company • reputed company reputed company – We celebrate agile thinking, reputed company, and adaptability Apply tot his job Apply To this Job